Daoyuan Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 49

Top Topics

Gene Expression

Learning Platform

Message Passing

Top Venues

Proc. VLDB Endow.

Publications

Daoyuan Chen, Haibin Wang, Yilun Huang, Ce Ge, Yaliang Li, Bolin Ding, Jingren Zhou
Data-Juicer Sandbox: A Comprehensive Suite for Multimodal Data-Model Co-development. CoRR (2024)
Jiamu Bai, Daoyuan Chen, Bingchen Qian, Liuyi Yao, Yaliang Li
Federated Fine-tuning of Large Language Models under Heterogeneous Language Tasks and Client Resources. CoRR (2024)
Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou
Data-Juicer: A One-Stop Data Processing System for Large Language Models. SIGMOD Conference Companion (2024)
Daoyuan Chen, Yaliang Li, Bolin Ding
Multi-modal Data Processing for Foundation Models: Practical Guidances and Use Cases. KDD (2024)
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen
On the Convergence of Zeroth-Order Federated Tuning in Large Language Models. CoRR (2024)
Zhen Qin, Daoyuan Chen, Wenhao Zhang, Liuyi Yao, Yilun Huang, Bolin Ding, Yaliang Li, Shuiguang Deng
The Synergy between Data and Multi-Modal Large Language Models: A Survey from Co-Development Perspective. CoRR (2024)
Qirui Jiao, Daoyuan Chen, Yilun Huang, Yaliang Li, Ying Shen
Enhancing Multimodal Large Language Models with Vision Detection Models: An Empirical Study. CoRR (2024)
Ce Ge, Zhijian Ma, Daoyuan Chen, Yaliang Li, Bolin Ding
Data Mixing Made Efficient: A Bivariate Scaling Law for Language Model Pretraining. CoRR (2024)
Zhenqing Ling, Daoyuan Chen, Liuyi Yao, Yaliang Li, Ying Shen
On the Convergence of Zeroth-Order Federated Tuning for Large Language Models. KDD (2024)
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation. SIGIR (2024)
Dawei Gao, Zitao Li, Weirui Kuang, Xuchen Pan, Daoyuan Chen, Zhijian Ma, Bingchen Qian, Liuyi Yao, Lin Zhu, Chen Cheng, Hongzhu Shi, Yaliang Li, Bolin Ding, Jingren Zhou
AgentScope: A Flexible yet Robust Multi-Agent Platform. CoRR (2024)
Zhe Xu, Daoyuan Chen, Jiayi Kuang, Zihao Yi, Yaliang Li, Ying Shen
Dynamic Demonstration Retrieval and Cognitive Understanding for Emotional Support Conversation. CoRR (2024)
Mengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization. CoRR (2024)
Mengsha Liu, Daoyuan Chen, Yaliang Li, Guian Fang, Ying Shen
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization. LREC/COLING (2024)
Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning. KDD (2024)
Daoyuan Chen, Wuchao Li, Yaliang Li, Bolin Ding, Kai Zeng, Defu Lian, Jingren Zhou
Learned Index with Dynamic $\epsilon$. ICLR (2023)
Daoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou
FS-REAL: Towards Real-World Cross-Device Federated Learning. KDD (2023)
Zeyu Qin, Liuyi Yao, Daoyuan Chen, Yaliang Li, Bolin Ding, Minhao Cheng
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks. KDD (2023)
Daoyuan Chen, Liuyi Yao, Dawei Gao, Bolin Ding, Yaliang Li
Efficient Personalized Federated Learning via Sparse Model-Adaptation. CoRR (2023)
Dawei Gao, Daoyuan Chen, Zitao Li, Yuexiang Xie, Xuchen Pan, Yaliang Li, Bolin Ding, Jingren Zhou
FS-Real: A Real-World Cross-Device Federated Learning Platform. Proc. VLDB Endow. 16 (12) (2023)
Daoyuan Chen, Liuyi Yao, Dawei Gao, Bolin Ding, Yaliang Li
Efficient Personalized Federated Learning via Sparse Model-Adaptation. ICML (2023)
Daoyuan Chen, Yilun Huang, Zhijian Ma, Hesen Chen, Xuchen Pan, Ce Ge, Dawei Gao, Yuexiang Xie, Zhaoyang Liu, Jinyang Gao, Yaliang Li, Bolin Ding, Jingren Zhou
Data-Juicer: A One-Stop Data Processing System for Large Language Models. CoRR (2023)
Yuexiang Xie, Zhen Wang, Dawei Gao, Daoyuan Chen, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope: A Flexible Federated Learning Platform for Heterogeneity. Proc. VLDB Endow. 16 (5) (2023)
Zhen Qin, Daoyuan Chen, Bingchen Qian, Bolin Ding, Yaliang Li, Shuiguang Deng
Federated Full-Parameter Tuning of Billion-Sized Language Models with Communication Cost under 18 Kilobytes. CoRR (2023)
Weirui Kuang, Bingchen Qian, Zitao Li, Daoyuan Chen, Dawei Gao, Xuchen Pan, Yuexiang Xie, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning. CoRR (2023)
Zeyu Qin, Liuyi Yao, Daoyuan Chen, Yaliang Li, Bolin Ding, Minhao Cheng
Revisiting Personalized Federated Learning: Robustness Against Backdoor Attacks. CoRR (2023)
Daoyuan Chen, Dawei Gao, Yuexiang Xie, Xuchen Pan, Zitao Li, Yaliang Li, Bolin Ding, Jingren Zhou
FS-Real: Towards Real-World Cross-Device Federated Learning. CoRR (2023)
Ying Shen, Min Yang, Yaliang Li, Dong Wang, Hai-Tao Zheng, Daoyuan Chen
Knowledge-Based Reasoning Network for Relation Detection. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Daoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning. CoRR (2022)
Daoyuan Chen, Dawei Gao, Weirui Kuang, Yaliang Li, Bolin Ding
pFL-Bench: A Comprehensive Benchmark for Personalized Federated Learning. NeurIPS (2022)
Yuexiang Xie, Zhen Wang, Daoyuan Chen, Dawei Gao, Liuyi Yao, Weirui Kuang, Yaliang Li, Bolin Ding, Jingren Zhou
FederatedScope: A Comprehensive and Flexible Federated Learning Platform via Message Passing. CoRR (2022)
Liuyi Yao, Dawei Gao, Zhen Wang, Yuexiang Xie, Weirui Kuang, Daoyuan Chen, Haohui Wang, Chenhe Dong, Bolin Ding, Yaliang Li
A Benchmark for Federated Hetero-Task Learning. CoRR (2022)
Yaliang Li, Daoyuan Chen, Bolin Ding, Kai Zeng, Jingren Zhou
A Pluggable Learned Index Method via Sampling and Gap Insertion. CoRR (2021)
Daoyuan Chen, Qinyi Liu, Jia Meng, Jionglong Su
Gibbs Sampling Based Banoian Biclustering of Gene Expression Data. CISP-BMEI (2020)
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents. ACL (2020)
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. AAAI (2020)
Daoyuan Chen, Yaliang Li, Bolin Ding, Ying Shen
An Adaptive Embedding Framework for Heterogeneous Information Networks. CIKM (2020)
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search. IJCAI (2020)
Daoyuan Chen, Yaliang Li, Kai Lei, Ying Shen
Relabel the Noise: Joint Extraction of Entities and Relations via Cooperative Multiagents. CoRR (2020)
Daoyuan Chen, Yaliang Li, Minghui Qiu, Zhen Wang, Bofang Li, Bolin Ding, Hongbo Deng, Jun Huang, Wei Lin, Jingren Zhou
AdaBERT: Task-Adaptive BERT Compression with Differentiable Neural Architecture Search. CoRR (2020)
Kai Lei, Jin Zhang, Yuexiang Xie, Desi Wen, Daoyuan Chen, Min Yang, Ying Shen
Path-based reasoning with constrained type attention for knowledge graph completion. Neural Comput. Appl. 32 (11) (2020)
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. CoRR (2019)
Daoyuan Chen, Min Yang, Hai-Tao Zheng, Yaliang Li, Ying Shen
Answer-enhanced Path-aware Relation Detection over Knowledge Base. SIGIR (2019)
Daoyuan Chen, Yaliang Li, Min Yang, Hai-Tao Zheng, Ying Shen
Knowledge-aware Textual Entailment with Graph Attention Network. CIKM (2019)
Daoyuan Chen, Qinyi Liu, Xuanhao Yang, Xinyu Yu, Fei Ma, Jionglong Su
Self-Adaptive Particle Filter Based Time Series Prediction of Online Retailer Daily Sale. CISP-BMEI (2019)
Ying Shen, Daoyuan Chen, Buzhou Tang, Min Yang, Kai Lei
EAPB: entropy-aware path-based metric for ontology quality. J. Biomed. Semant. 9 (1) (2018)
Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen
Cooperative Denoising for Distantly Supervised Relation Extraction. COLING (2018)
Ying Shen, Daoyuan Chen, Min Yang, Yaliang Li, Nan Du, Kai Lei
Ontology Evaluation with Path-based Text-aware Entropy Computation. SIGIR (2018)
Ying Shen, Kaiqi Yuan, Daoyuan Chen, Joël Colloc, Min Yang, Yaliang Li, Kai Lei
An ontology-driven clinical decision support system (IDDAP) for infectious disease diagnosis and antibiotic prescription. Artif. Intell. Medicine 86 (2018)